🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

The agent engineering platform.

Rich is a Python library for rich text and beautiful formatting in the terminal.

Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthr…

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

DSPy: The framework for programming—not prompting—language models

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while control…

An open-source RAG-based tool for chatting with your documents.

Fully automatic censorship removal for language models

The LLM Evaluation Framework

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable,…

A little word cloud generator in Python

High accuracy RAG for answering questions from scientific documents with citations

BertViz: Visualize Attention in Transformer Models

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Open Source Intelligence gathering tool aimed at reducing the time spent harvesting information from open sources.

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

Minimal keyword extraction with BERT

A Python package for interactive mapping and geospatial analysis with minimal coding in a Jupyter environment

Quickly and accurately render even the largest data.

A library for mechanistic interpretability of GPT-style language models

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

Simple wrapper of tabula-java: extract table from PDF into pandas DataFrame

Data augmentation for NLP, presented at EMNLP 2019

Simple text to phones converter for multiple languages

Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conversation.

Transform geospatial relations into graphs for Graph Neural Networks and network analysis

The nnsight package enables interpreting and manipulating the internals of deep learned models.